Elamur Research⌕
☰
home / authors / Xin Zou

Xin Zou

Xin Zou has 3 papers in our library, in 2026, most of them on Vision & language, Reasoning, Information retrieval & search; often with Xuming Hu, Yibo Yan, Shuliang Liu.

3 papers in our library · 2026

OpenAlex · ORCID · h-index 1 · 10 works · 4 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 5 times in our library · ⭐ Paper Stars ranking: #11783

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓The Hong Kong University of Science and Technology (Guangzhou)Guangzhou · China2026 · 5 paperscurrent🎓Hong Kong University of Science and TechnologyHong Kong · China2025–2026 · 4 paperscurrent🎓China University of GeosciencesWuhan · China2026 · 1 papercurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksComputer Vision and Pattern Recognition · 3 worksInformation Systems · 1 workMathematics · 1 workArts and Humanities · 1 workApplied Mathematics · 1 workComputational Theory and Mathematics · 1 workArtificial Intelligence · 1 workLanguage and Linguistics · 1 work

🧭 Topics 3Research subjects and languages the work is about.Vision & language · 2 worksInformation retrieval & search · 1 workReasoning · 1 work

 Works by year

2020s

20263 papers

 Papers

The most cited first (OpenAlex and our library).

  1. GM-PRM: A Generative Multimodal Process Reward Model for Multimodal Mathematical Reasoning (2026 · 2 citations)
    Multimodal LLMs often fail at multi-step math over images because one perception or logic slip in a single step derails the whole solution.
  2. Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework (2026 · 2 citations)
    Multi-vector models for Visual Document Retrieval (VDR), such as those in the ColPali family, represent each page as hundreds or thousands of patch embeddings.
  3. Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering (2026 · 1 citation)
    Multimodal LLMs often describe objects that are not in the image. The authors trace this to models trusting language-based expectations over what the image actually shows. They propose Vision-Language Introspection (VLI), a training-free method applied at inference time.

 Co-authors here

7 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 5 times (of the 149,439 papers whose bibliographies we read); 1 citing paper with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/xin-zou/